You're vastly underestimating the difficulty in curing cancer. It is very easy to kill cancer cells. The problem is that we want to target cancer cells and only cancer cells. There have been several attempts to kill cancer cells by withholding key ingredients in necessary metabolic pathways, only to find that the cancer cells do a better job of scavenging those than the non-cancer cells.